Vladimir M. Krasnopolsky
Orcid: 0000-0003-0848-4161
According to our database1,
Vladimir M. Krasnopolsky
authored at least 19 papers
between 1999 and 2018.
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Bibliography
2018
Adjusting Neural Network to a Particular Problem: Neural Network-Based Empirical Biological Model for Chlorophyll Concentration in the Upper Ocean.
Appl. Comput. Intell. Soft Comput., 2018
2016
Neural Networks Technique for Filling Gaps in Satellite Measurements: Application to Ocean Color Observations.
Comput. Intell. Neurosci., 2016
2013
Using Ensemble of Neural Networks to Learn Stochastic Convection Parameterizations for Climate and Numerical Weather Prediction Models from Data Simulated by a Cloud Resolving Model.
Adv. Artif. Neural Syst., 2013
2011
Tree approximation of the long wave radiation parameterization in the NCAR CAM global climate model.
J. Comput. Appl. Math., 2011
2010
Development of neural network convection parameterizations for numerical climate and weather prediction models using cloud resolving model simulations.
Proceedings of the International Joint Conference on Neural Networks, 2010
2009
How to deal with inhomogeneous outputs and high dimensionality of neural network emulations of model physics in numerical climate and weather prediction models.
Proceedings of the International Joint Conference on Neural Networks, 2009
2008
Neural network approach for robust and fast calculation of physical processes in numerical environmental models: Compound parameterization with a quality control of larger errors.
Neural Networks, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
2007
Reducing uncertainties in neural network Jacobians and improving accuracy of neural network emulations with NN ensemble approaches.
Neural Networks, 2007
Neural Networks, 2007
Compound Parameterization for a Quality Control of Outliers and Larger Errors in Neural Network Emulations of Model Physics.
Proceedings of the International Joint Conference on Neural Networks, 2007
2006
Complex hybrid models combining deterministic and machine learning components for numerical climate modeling and weather prediction.
Neural Networks, 2006
Computational intelligence in earth sciences and environmental applications: Issues and challenges.
Neural Networks, 2006
2006 Special issue: Earth Sciences and Environmental Applications of Computational IntelligenceIntroduction.
Neural Networks, 2006
Using Neural Network to Enhance Assimilating Sea Surface Height Data into an Ocean Model.
Proceedings of the International Joint Conference on Neural Networks, 2006
Ensemble of Neural Network Emulations for Climate Model Physics: The Impact on Climate Simulations.
Proceedings of the International Joint Conference on Neural Networks, 2006
2003
Some neural network applications in environmental sciences. Part I: forward and inverse problems in geophysical remote measurements.
Neural Networks, 2003
Some neural network applications in environmental sciences. Part II: advancing computational efficiency of environmental numerical models.
Neural Networks, 2003
1999
Proceedings of the International Joint Conference Neural Networks, 1999